From 3e9776741a7e080c28881949b9f6c675b2565d24 Mon Sep 17 00:00:00 2001 From: Md Mijanur Rahman Date: Sun, 17 Mar 2024 12:26:35 +0100 Subject: [PATCH 1/4] Update results table with accuracy and hyperparameter information --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5ac8834f..2c11db60 100644 --- a/README.md +++ b/README.md @@ -51,7 +51,7 @@ This repository uses the datasets from the [UEA & UCR Time Series Classification We use the classification models available in [tsai library](https://timeseriesai.github.io/tsai/). Models can be added to this repository by adding the corresponding config file in the `config` directory, and the corresponding model file in the `codes/models` directory. ## Results -You can find the results in the following table: +You can find the results in the following table. Each cell contains the accuracy of the corresponding model on the corresponding dataset. The results are obtained by running the models with the optimal hyperparameters found by optuna. | Dataset | GRU_FCN | LSTM | LSTM_FCN | From 64a3d5afab944d2b962eb0dc89d5b3a8d3cc508c Mon Sep 17 00:00:00 2001 From: Md Mijanur Rahman Date: Sun, 17 Mar 2024 15:46:23 +0100 Subject: [PATCH 2/4] Remove .npy files from .gitignore --- .gitignore | 1 - 1 file changed, 1 deletion(-) diff --git a/.gitignore b/.gitignore index 27ab49f2..334b4541 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1 @@ -*.npy notebooks/test.ipynb \ No newline at end of file From 0602ad130417f718812b77feb4b5edd6a6c3f33b Mon Sep 17 00:00:00 2001 From: Md Mijanur Rahman Date: Sun, 17 Mar 2024 15:46:30 +0100 Subject: [PATCH 3/4] Add UCR dataset files --- data/UCR/ECG200/X.npy | Bin 0 -> 153728 bytes data/UCR/ECG200/X_train.npy | Bin 0 -> 76928 bytes data/UCR/ECG200/X_valid.npy | Bin 0 -> 76928 bytes data/UCR/ECG200/y.npy | Bin 0 -> 1728 bytes data/UCR/ECG200/y_train.npy | Bin 0 -> 928 bytes data/UCR/ECG200/y_valid.npy | Bin 0 -> 928 bytes data/UCR/HandMovementDirection/X.npy | Bin 0 -> 7488128 bytes data/UCR/HandMovementDirection/X_train.npy | Bin 0 -> 5120128 bytes data/UCR/HandMovementDirection/X_valid.npy | Bin 0 -> 2368128 bytes data/UCR/HandMovementDirection/y.npy | Bin 0 -> 7616 bytes data/UCR/HandMovementDirection/y_train.npy | Bin 0 -> 5248 bytes data/UCR/HandMovementDirection/y_valid.npy | Bin 0 -> 2496 bytes data/UCR/Handwriting/X.npy | Bin 0 -> 3648128 bytes data/UCR/Handwriting/X_train.npy | Bin 0 -> 547328 bytes data/UCR/Handwriting/X_valid.npy | Bin 0 -> 3100928 bytes data/UCR/Handwriting/y.npy | Bin 0 -> 16128 bytes data/UCR/Handwriting/y_train.npy | Bin 0 -> 2528 bytes data/UCR/Handwriting/y_valid.npy | Bin 0 -> 13728 bytes data/UCR/ItalyPowerDemand/X.npy | Bin 0 -> 210560 bytes data/UCR/ItalyPowerDemand/X_train.npy | Bin 0 -> 12992 bytes data/UCR/ItalyPowerDemand/X_valid.npy | Bin 0 -> 197696 bytes data/UCR/ItalyPowerDemand/y.npy | Bin 0 -> 4512 bytes 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